The paper argues that there is a set of clusters in which innovation happens in a different way than it does in the much-studied technology clusters. The author refers to the clusters as "alpha clusters" because they exhibit among the most pronounced cluster-specific traits and because they tend to gravitate to the largest cities of developed countries.